Tuning Recurrent Neural Networks with Reinforcement Learning.
Natasha JaquesShixiang GuRichard E. TurnerDouglas EckPublished in: ICLR (Workshop) (2017)
Keyphrases
- recurrent neural networks
- reinforcement learning
- feed forward
- neural network
- function approximation
- echo state networks
- recurrent networks
- reservoir computing
- complex valued
- neural model
- artificial neural networks
- long short term memory
- state space
- learning algorithm
- optimal policy
- action selection
- temporal difference
- reinforcement learning algorithms
- hebbian learning
- nonlinear dynamic systems
- cascade correlation
- dynamic programming
- feedforward neural networks
- model free
- markov decision processes
- mathematical model
- learning process
- neural models